Machine Learning Crash Course With Tensorflow APIs using Google Collab
Full course is located here: https://developers.google.com/machine-learning/crash-course
Order i've worked on this notebooks
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Introduction
-
Machine Learning Crash Course
- Hello World
- First Steps With Tensorflow
- Synthetic_Features_and_Outliers
- Validation
- Feature Sets
- Feature Crosses
- Logistic Regression
- Sparsity And L1 Regularization
- Intro To Neural Nets
- Improving Neural Net Performance
- Multi Class Classification of Handwrittern Digits
- Intro To Sparse Data And Embeddings